MCP Server Quality Scores

Independent quality analysis of 41393 public MCP servers

41393
Discovered
29284
Scored
2096
Verified
16952
Complete

Last updated 2 hours, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36701
zerox12311
context7 Claim
N/A N/A 95
36702
sweetrb
Enables AI assistants to query and export from the macOS Apple Photos library u…
N/A N/A
36703
WRG-11
Sigma detection rule writing, validation, and conversion (Splunk/Elastic/Kibana…
36704
malkreide
An MCP server that connects AI models to the Lobbywatch.ch database, providing …
36705
cargoffer
ecmr-mcp Claim
MCP server for electronic consignment notes (eCMR). Create, sign, manage, and t…
36706
fritzprix
An immersive Role-Playing Game server built on the Model Context Protocol for i…
N/A N/A
36707 N/A N/A 95
36708
fssou
camunda-mcp Claim
MCP server for modeling Camunda 7 BPMN diagrams programmatically, including ele…
N/A N/A
36709
aerovfx
MCPaeroedu Claim
Enables AI assistants to interact with the AeroEduVision platform, allowing exa…
N/A N/A
36710
Ansvar-Systems
Belgian legislation via MCP — full-text search across statutes and provisions
N/A N/A 95
36711
neoai-agent
newrelic-mcp Claim
A command-line tool for monitoring and analyzing New Relic application metrics …
36712
dalebrubaker
MCP server for searching code via SourceGraph's GraphQL API, enabling fast symb…
36713
huhanghao1990
hhhtest Claim
N/A N/A 95
36714
yan5236
Provides Bing Chinese search and webpage crawling tools, enabling AI assistants…
36715
Orchid1970
Enables AI assistants to access Apple HealthKit workout data by receiving worko…
81
36716
Samhud99
Provides tools for motor insurance quoting, including vehicle lookups, postcode…
81
36717
narekmalk
safedb-mcp Claim
Secure MCP server for safe, read-only DB access by AI agents, with SQL guardrai…
36718
cwoodcox
pvwatts-mcp Claim
Enables solar energy potential assessment by converting parcel centroid and acr…
36719
Gene-Fong
Autotask PSA Claim
Access Kaseya Autotask PSA to search, create, and update companies, contacts, t…
N/A N/A 95
36720
wyre-technology
An MCP server for Datto BCDR (Business Continuity and Disaster Recovery), enabl…
36721
valtirman
NDASentry Claim
Anonymous NDA risk analysis exposed as MCP tools. Designed for AI agents to rev…
36722
vipulawl
Backlink SEO Claim
Classic SEO suites charge heavily for link indexes. This MCP gives individuals …
36723
os-tack
fcp-drawio Claim
MCP server that enables LLMs to create and edit draw.io diagrams using high-lev…
N/A N/A
36724
seongcheoljeon
Provides persistent storage for Claude's context by enabling saving, loading, s…
N/A N/A
36725
richashworth
tlaplus-mcp Claim
Exposes the TLA+ toolchain (TLC, SANY, PlusCal, TLATeX) as structured JSON tool…
N/A N/A
36726
vmanoilov
secu Claim
N/A N/A 95
36727
ogimage-art
ogimage-mcp Claim
Generates beautiful Open Graph images directly from Claude Desktop using ogimag…
36728
gautam-u
sieve-map Claim
Local MCP server for macOS that scans AI coding tool history (Claude Code, Curs…
N/A N/A
36729
Nimo1987
Enables AI agents to perform professional-grade deep research by aggregating re…
36730
deswong
openhab Claim
MCP server for OpenHAB v5+ that exposes the entire REST API as tools for AI mod…
36731
maimai-hqw
ashare-mcp Claim
An MCP server that exposes all 23 baostock data endpoints as tools, including K…
36732
okash1n
kb Claim
A local MCP server that provides a shared context and learning foundation acros…
N/A N/A
36733
Lautrek
Scout Claim
Browser MCP server that connects to your existing browser, preserving sessions,…
N/A N/A
36734 N/A N/A 95
36735
Plantos-Sensor
Enables AI assistants to analyze farm locations, retrieve soil and weather data…
36736
comigor
Exposes Composio tools and actions (Gmail, Linear, etc.) as MCP-compatible tool…
36737
sigmade
Provides lightweight Git merge analysis with quick overviews of changes, file l…
N/A N/A
36738
morrow-addref
LSP-MCP Claim
Minimal MCP server bridging a Roslyn C# language server to AI agents, exposing …
N/A N/A
36739
jamot-pro
Jamot MCP Claim
An MCP server that turns AI agents into a coordination brain for human teams — …
36740
alanse-inc
Provides comprehensive programmatic control over Google Workspace applications …
36741
jimbursch
AI-to-human attention marketplace. Agents pay CPM to reach humans, earn credits…
N/A N/A 83
36742
digital-go-jp
MCP server for Japan's Jグランツ grant application system, enabling LLMs to search …
36743
fastmcp-me
Enables natural language interaction with rasdaman databases, allowing users to…
36744
k5tuck
Enables interaction with the Binelek Platform's knowledge graph, search, AI, an…
36745
@suse00544
xiaohongshu-mcp Claim
N/A N/A 95
36746
joaquinvalentin
Provides real-time and scheduled bus information for Montevideo's public transp…
36747
vinay1359
Dual-mode tool server for controlling Spotify through terminal or AI assistants…
36748
dhyabi2
MCP server for NANO cryptocurrency operations, enabling AI agents to generate w…
36749
dtjohnson83
Query OSHA safety standards (29 CFR 1910 & 1926) with plain-English summaries. …
N/A N/A 95
36750
Anujsup
Enables AI assistants to interact with Milkbasket for grocery shopping, includi…
N/A N/A
Showing 36701–36750 of 41393 servers
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